4. Distributions of random values

A distribution function can be described by a density function: The
probability that a specific value will occur. Non-uniform
distributions are almost always computed starting with a uniform
distribution. There are several different approaches. Sometimes one
just applies a mathematical transformation. In other cases, more
complex algorithms must be used.

Below are a few plots showing examples of non-uniform probability
distributions often used in connection with RNGs.